{"id":"W4229072457","doi":"10.1016/j.lana.2022.100268","title":"Hydroxychloroquine for COVID19: The curtains close on a comedy of errors","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Alberta","funders":"","keywords":"Hydroxychloroquine; Coronavirus disease 2019 (COVID-19); Comedy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Art; Medicine; Literature; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265891,0.0001636697,0.0007903759,0.00007767289,0.0007286155,0.000004529021,0.0005204853,0.00002297608,0.00008651753],"category_scores_gemma":[0.00350348,0.00008760196,0.0002213325,0.0005477478,0.0008674978,0.0000158211,0.0002949956,0.0007503208,0.00001330431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340758,"about_ca_system_score_gemma":0.0008993361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007218947,"about_ca_topic_score_gemma":0.00002864318,"domain_scores_codex":[0.9970903,0.0004436418,0.0005007755,0.0003280883,0.001012394,0.0006248151],"domain_scores_gemma":[0.9860487,0.0123977,0.0003774437,0.0008557544,0.0001247107,0.0001956878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01948527,0.002178656,0.006975204,0.002154224,0.0006630597,0.00004047894,0.006127066,0.002935732,0.00009013966,0.03927892,0.8700091,0.05006221],"study_design_scores_gemma":[0.002945597,0.006481096,0.01274295,0.0001027344,0.00004479701,0.00001564148,0.001064777,0.002696512,0.000007259846,0.00295344,0.9708284,0.000116797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1207708,0.000995508,0.0001642347,0.8749273,0.0001750151,0.002264646,0.0002154595,0.00006315647,0.0004239012],"genre_scores_gemma":[0.8735053,0.001931662,0.0001757497,0.1220095,0.0006052073,0.000697656,0.00004557496,0.00002789038,0.001001466],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7529178,"threshold_uncertainty_score":0.5603995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135758271298733,"score_gpt":0.5177588129340134,"score_spread":0.30418298580414,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}